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Pandas Bootcamp for Data Analysis

Name: Pandas Bootcamp for Data Analysis
Price: 6000 PKR
Availability: InStock

New

Pandas Bootcamp for Data Analysis: a self-paced PACI course with 140 lessons in 16 sections and a quiz after each section.

Created by PACI

Learners

0

Language

English

Course type

recorded

Level

beginner

Course promise

What you will learn

prerequiste lectures before python pandas

python pandas chapter 01

python pandes chapter 2

python pandes chapter 3

Python Pandas chapter 04

Explore

Course content

16 sections · 140 lessons

section 1 prerequiste lectures before python pandas7 lessons

1 Python Introduction with Explanation

video

2 Variable in Python with Examples

video

Details

Course description

Pandas Bootcamp for Data Analysis is a self-paced recorded course from the Punjab Artificial Intelligence and Cybersecurity Initiative (PACI). It has 140 lessons in 16 sections (124 video lessons, 16 quizzes). What the course covers: - prerequiste lectures before python pandas - python pandas chapter 01 - python pandes chapter 2 - python pandes chapter 3 - Python Pandas chapter 04 - Python Pandas chapter 05 - Python Pandas chapter 06 - Python Pandas chapter 07 - Python Pandas chapter 08 - Python Pandas chapter 09 - Python Pandas chapter 10 - Python Pandas chapter 11 - Python Pandas chapter 12 - Python Pandas chapter 13 - and more

Instructor

Meet your guide

P

PACI

Punjab Artificial Intelligence and Cybersecurity Initiative

PACI (Punjab Artificial Intelligence and Cybersecurity Initiative) publishes recorded courses in artificial intelligence, cybersecurity, web development and data skills.

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Python Pandas chapter 05

3 Function in Python with Examples

video

4 List-Data Structure in Python

video

5. Dictionary-Data Structure in Python

video

6 Introduction to Pandas Library

video

Quiz

quiz

section 2 python pandas chapter 017 lessons

7. 01 Pandas Chapter 01 Outlines

video

8. What is Pandas

video

9. 03 Where we can use Pandas

video

10. 04 What we can do with Pandas

video

11. 05 Pandas Installation

video

12. 06 Pandas Basic Program

video

Quiz

quiz

Section 3 python pandes chapter 25 lessons

13. 01 Pandas Chapter 02 Outlines

video

14. 02 Series Data Structure

video

15. 03 DataFrame Data Strcuture

video

16. 04 Panel Data Structure

video

Quiz

quiz

Section 4 python pandes chapter 323 lessons

17. 01 Chapter 03 Outlines for Pandas

video

18. 02 Series Creation with 5 Methods

video

19. 03 Indexing with Series

video

20. 04 Slicing with Series

video

21. 05 Arithmetics with Series

video

22. 06 Comparision with Series

video

23. 07 Aggregation with Series

video

24. 08 Filtering with Series

video

25. 09 All Attribues of Series

video

26. 10 head method with Series

video

27. 11 tail method with Series

video

28. 12 describe method with Series

video

29. 13 info method with Series

video

30. 14 mean method with Series

video

31. 15 sum method with Series

video

32. 16 unique method with Series

video

33. 17 value_counts method with Series

video

34. 18 sort_values method with Series

video

35. 19 apply method with Series

video

36. 20 fillna method with Series

video

37. 21 drop method with Series

video

38. 22 concat method with Series

video

Quiz

quiz

Section 5. Python Pandas chapter 0421 lessons

39. 01 Chapter 04 Outlines for Pandas

video

40. 02 Methods to create DataFrame

video

41. 03 Select Add and Delete Column

video

42. 04 Select Add Delete Row

video

43. 05 Indexing and Slicing in DataFrame

video

44. 06 Arithmetic Operation with DataFrame

video

45. 07 Comparision Operations on DataFrame

video

46. 08 Aggregation with DataFrame

video

47. 09 Filtering in DataFrame

video

48. 10 Missing Data Handling in DataFrame

video

49. 11 Joining Method with DataFrame

video

50. 12 Sorting in DataFrame

video

51. 13 Attributes for DataFrame

video

52. 14 Head and Tail method in DF

video

53. 15 Describe and Info method with DF

video

54. 16 sort_values method with DF

video

55. 17 dropna Method with DF

video

56. 18 fillna and merge method with DF

video

57. 19 apply method with DF

video

58. 20 Panel in Pandas

video

Quiz

quiz

Section 6. Python Pandas chapter 054 lessons

59. 01 Chapter 05 Outlines

video

60. 02 Descriptive Statistics in Pandas

video

61. 03 Descriptive Methods in Pandas

video

Quiz

quiz

Section 7. Python Pandas chapter 066 lessons

62. 01 Pandas Chapter 06 Outlines

video

63. 02 Function Application in Pandas

video

64. 03 Element Wise Application

video

65. 04 Row or Column Wise Application

video

66. 05 Table wise Application

video

Quiz

quiz

Section 8. Python Pandas chapter 0710 lessons

67. 01 Pandas Chapter 07 Outlines

video

68. 02 Reindexing in Pandas

video

69. 03 Iteration with items method

video

70. 04 Iteration with iterrows method

video

71. 05 Iteration with itertuples method

video

72. 06 Iteration in Pandas

video

73. 07 Sort Values in Pandas

video

74. 08 Sort Index in Pandas

video

75. 09 nlargest and nsmallest in Pandas

video

Quiz

quiz

Section 9. Python Pandas chapter 0812 lessons

76. 01 Pandas Chapter 08 Outlines

video

77. 02 lower and upper method

video

78. 03 title and capatilize method

video

79. 04 swapecase method in Pandas

video

80. 05 strip lstrip rstrip in pandas

video

81. 06 join method in Pandas

video

82. 07 replace method in Pandas

video

83. 08 contains method in Pandas

video

84. 09 startswith and endswith in Pandas

video

85. 10 find and rfind in Pandas

video

86. 11 count and len Method in Pandas

video

Quiz

quiz

Section 10. Python Pandas chapter 097 lessons

87. 01 Pandas Chapter 09 Outline

video

88. 02 Display Option in Pandas

video

89. 03 Customizing Data Types

video

90. 04 Data Cleaning

video

91. 05 Label integer and boolean based indexing

video

92. 06 Query Method in Pandas

video

Quiz

quiz

Section 11. Python Pandas chapter 105 lessons

93. 01 Pandas Chapter 10 Outline

video

94. 02 Rolling Window in Pandas

video

95. 03 Rolling window functions in Pandas

video

96. 04 Expending Window in Pandas

video

Quiz

quiz

Section 12. Python Pandas chapter 1110 lessons

97. 01 Pandas Chapter 11 Outline

video

98. 02 groupby Method in Pandas

video

99. 03 Aggregation on groupby in Pandas

video

100. 04 Aggregation Example with groupby

video

101. 05 Transformation on groupby in Pandas

video

102. 06 Transformation Example on groupby

video

103. 07 Filteration in Pandas

video

104. 01 Pandas Outline Chapter 12

video

105. 02 Pandas Categorical Data Introduction

video

Quiz

quiz

Section 13. Python Pandas chapter 128 lessons

106. 03 Pandas Categorical Data Example

video

107. 01 Pandas Chapter 13 Outlin

video

108. 02 Lineplot in Pandas

video

109. 03 Barplot in Pandas

video

110. 04 Scatter plot in Pandas

video

111. 05 Boxplot in Pandas

video

112. 06 Area plot in Pandas

video

Quiz

quiz

Section 14. Python Pandas chapter 138 lessons

113. 01 Pandas Chapter 14 Outline

video

114. 02 Reading CSV File with Pandas

video

115. 03 Writing CSV file with Pandas

video

116. 04 Reading Excel file with Pandas

video

117. 05 Writing Excel file with Pandas

video

118. 06 Reading JSON file with Pandas

video

119. 07 Writing JSON file with Pandas

video

Quiz

quiz

Section 15. Python Pandas chapter 146 lessons

120. 01 Pandas Chapter 15

video

121. 02 to_datetime in Pandas

video

122. 03 Date Range in Pandas

video

123. 04 strftime in Pandas

video

124. 05 Timestamp in Pandas

video

Quiz

quiz

Final Exam1 lessons

Final Exam

quiz

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Pandas Bootcamp for Data Analysis

What you will learn

Related topics

Course content

Course description

Meet your guide

PACI

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